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Social hygienic determinants of the occurrence of influenza and acute respiratory viral infection

https://doi.org/10.47470/0016-9900-2025-104-11-1399-1406

EDN: lalzwe

Abstract

Introduction. A temporary decline in incidence and mortality caused by influenza and  acute respiratory viral infection (ARVI) during the COVID-19 pandemic did not decrease their significance for population health. Despite a well-known regulation role that belongs to social and environmental conditions in phase transformations of an epidemic process, there are scarce studies in research literature that focus on investigating complex effects produced by environmental factors on the clinical course of the analyzed infections.

The aim of this study. To identify social-and hygienic determinants of influenza and ARVI incidence.

Materials and methods. The study results were obtained by using open data published by Rosstat and departmental materials of Rospotrebnadzor over the period between 2010 and 2022. Overall, 232 indicators were used in the study; they described hygienic and epidemiological aspects, peculiar climatic conditions, financial and social parameters as well as people’s habits and healthcare infrastructure in Russian regions taken on the annual basis.

Results. The study found several key factors affecting influenza and ARVI incidence. They included the following indicators: volumes of pollutant emissions into ambient air (r=0.12 and r=0.23 respectively); proportion of workers exposed to working conditions not conforming to safe standards (r=0.13–0.29); UVB, average monthly horizontal radiation and average precipitation volumes (r=0.12–0.7); the proportion of urban population (r=0.13 and r=0.59); volumes of alcohol sales (r=0.27–0.53); gross regional product (r=0.08–0.42); the number of middle-level healthcare workers (r=0.14; r=0.36); capacity of polyclinics (r=0.41) and others.

Limitations. The study limitations are related to the analyzed dataset (selected indicators and time period).

Conclusion. The identified peculiar effects produced by these factors as well as lifestyles can be used for substantiating medical and preventive activities aimed at improving the sanitary-epidemiological situations in the country.

Compliance with ethical standards. The study did not require the conclusion of a biomedical ethics committee or other documents (the study was performed using publicly available official statistics).

Contributions:
Zaitseva N.V. — research concept and design, editing the text;
Kleyn S.V., Kiryanov D.A. — writing and editing the text;
Glukhikh M.V. — data collection and statistical analysis, writing the test.
All authors are responsible for the integrity of all parts of the manuscript and approval of the manuscript final version.

Conflict of interest. The authors declare no conflict of interest.

Funding. The study had no sponsorship.

Received: August 1, 2025 / Accepted: November  3, 2025 / Published: December 19, 2025

About the Authors

Nina V. Zaitseva
Federal Scientific Center for Medical and Preventive Health Risk Management Technologies
Russian Federation

DSc (Medicine), professor, academician of the RAS, scientific director, Federal Scientific Center for Medical and Preventive Health Risk Management Technologies, Perm, 614045, Russian Federation

e-mail: znv@fcrisk.ru



Svetlana V. Kleyn
Federal Scientific Center for Medical and Preventive Health Risk Management Technologies
Russian Federation

DSc (Medicine), associate professor, professor of the RAS, deputy director for research, Federal Scientific Center for Medical and Preventive Health Risk Management Technologies, Perm, 614045, Russian Federation

e-mail: kleyn@fcrisk.ru



Dmitry A. Kiryanov
Federal Scientific Center for Medical and Preventive Health Risk Management Technologies
Russian Federation

PhD (Engineering), head of the Department of systems and processes mathematical modeling, Federal Scientific Center for Medical and Preventive Health Risk Management Technologies, Perm, 614045, Russian Federation

e-mail: kda@fcrisk.ru



Maxim V. Glukhikh
Federal Scientific Center for Medical and Preventive Health Risk Management Technologies
Russian Federation

PhD (Medicine)s, senior research fellow at the Department of Sanitary and Hygienic Analysis and Monitoring Systemic Methods, Federal Scientific Center for Medical and Preventive Health Risk Management Technologies, Perm, 614045, Russian Federation

e-mail: gluhih@fcrisk.ru



References

1. WHO. WHO COVID-19 dashboard; 2025. Available at: https://data.who.int/dashboards/covid19/cases

2. COVID-19 Excess Mortality Collaborators. Estimating excess mortality due to the COVID-19 pandemic: a systematic analysis of COVID-19-related mortality, 2020-21. Lancet. 2022; 399(10334): 1513–36. https://doi.org/10.1016/S0140-6736(21)02796-3

3. Olsen S.J., Azziz-Baumgartner E., Budd A.P., Brammer L., Sullivan S., Pineda R.F., et al. Decreased influenza activity during the COVID-19 pandemic-United States, Australia, Chile, and South Africa, 2020. Am. J. Transplant. 2020; 20(12): 3681–5. https://doi.org/10.1111/ajt.16381

4. Peng H., Kunling S. COVID lockdown and repaying the immunity debt in children. Glob. Pediatr. 2024; 9: 100195. https://doi.org/10.1016/j.gpeds.2024.100195

5. Ruf W. Immune damage in Long COVID. Science. 2024; 383(6680): 262–3. https://doi.org/10.1126/science.adn1077

6. GBD 2019 Chronic Respiratory Diseases Collaborators. Global burden of chronic respiratory diseases and risk factors, 1990–2019: an update from the Global Burden of Disease Study 2019. EClinicalMedicine. 2023; 59: 101936. https://doi.org/10.1016/j.eclinm.2023.101936

7. Kim H., Webster R.G., Webby R.J. Influenza virus: dealing with a drifting and shifting pathogen. Viral Immunol. 2018; 31(2): 174–83. https://doi.org/10.1089/vim.2017.0141

8. Petrova V.N., Russell C.A. The evolution of seasonal influenza viruses. Nat. Rev. Microbiol. 2018; 16(1): 47–60. https://doi.org/10.1038/nrmicro.2017.118

9. Unified Interdepartmental Statistical Information System (EMISS), State Statistics. Number of Registered Cases of Infectious Diseases; 2024. Available at: https://fedstat.ru/indicator/38208. (in Russian)

10. Neumann G., Kawaoka Y. Seasonality of influenza and other respiratory viruses. EMBO Mol. Med. 2022; 14(4): e15352. https://doi.org/10.15252/emmm.202115352

11. Cate T.R. Clinical manifestations and consequences of influenza. Am. J. Med. 1987; 82(6A): 15–9. https://doi.org/10.1016/0002-9343(87)90555-9

12. Banning M. Influenza: incidence, symptoms and treatment. Br. J. Nurs. 2005; 14(22): 1192–7. https://doi.org/10.12968/bjon.2005.14.22.20172

13. Yan X., Li K., Lei Z., Luo J., Wang Q., Wei S. Prevalence and associated outcomes of coinfection between SARS-CoV-2 and influenza: a systematic review and meta-analysis. Int. J. Infect. Dis. 2023; 136: 29–36. https://doi.org/10.1016/j.ijid.2023.08.021

14. Krumbein H., Kümmel L.S., Fragkou P.C., Thölken C., Hünerbein B.L., Reiter R., et al. Respiratory viral co-infections in patients with COVID-19 and associated outcomes: A systematic review and meta-analysis. Rev. Med. Virol. 2023; 33(1): e2365. https://doi.org/10.1002/rmv.2365

15. Du Y., Wang C., Zhang Y. Viral coinfections. Viruses. 2022; 14(12): 2645. https://doi.org/10.3390/v14122645

16. Wu H., Zhou H.Y., Zheng H., Wu A. Towards understanding and identification of human viral co-infections. Viruses. 2024; 16(5): 673. https://doi.org/10.3390/v16050673

17. Moriyama M., Hugentobler W.J., Iwasaki A. Seasonality of respiratory viral infections. Annu. Rev. Virol. 2020; 7(1): 83–101. https://doi.org/10.1146/annurev-virology-012420-022445

18. Jain A., Prakash S., Jain B. Contribution of non- influenza respiratory viruses in causation of Influenza like Illness (ILI) during influenza epidemic: A laboratory based study. Clin. Epidemiol. Glob. Health. 2017; 5(4): 173–5. http://dx.doi.org/10.1016/j.cegh.2017.06.001

19. Fowlkes A., Dasgupta S., Chao E., Lemmings J., Goodin K., Harris M., et al. Estimating influenza incidence and rates of influenza-like illness in the outpatient setting. Influenza Other Respir. Viruses. 2013; 7(5): 694–700. https://doi.org/10.1111/irv.12014

20. Feng L., Feng S., Chen T., Yang J., Lau Y.C., Peng Z., et al. Burden of influenza-associated outpatient influenza-like illness consultations in China, 2006–2015: A population-based study. Influenza Other Respir. Viruses. 2020; 14(2): 162–72. https://doi.org/10.1111/irv.12711

21. Hadakshi R.K., Patel D.M., Patel M.V., Patel M.M., Patel P.J., Patel M.V., et al. Association between socioeconomic status and influenza-like illness: A study from Western part of India. J. Family Med. Prim. Care. 2020; 9(9): 4587–91. https://doi.org/10.4103/jfmpc.jfmpc_856_19

22. Guerrisi C., Ecollan M., Souty C., Rossignol L., Turbelin C., Debin M., et al. Factors associated with influenza-like-illness: a crowdsourced cohort study from 2012/13 to 2017/18. BMC Public Health. 2019; 19(1): 879. https://doi.org/10.1186/s12889-019-7174-6

23. Dorn F., Lange B., Braml M., Gstrein D., Nyirenda J.L.Z., Vanella P., et al. The challenge of estimating the direct and indirect effects of COVID-19 interventions – toward an integrated economic and epidemiological approach. Econ. Hum. Biol. 2023; 49: 101198. https://doi.org/10.1016/j.ehb.2022.101198

24. Tenforde M.W., Kondor R.J.G., Chung J.R., Zimmerman R.K., Nowalk M.P., Jackson M.L., et al. Effect of antigenic drift on influenza vaccine effectiveness in the United States – 2019–2020. Clin. Infect. Dis. 2021; 73(11): e4244–50. https://doi.org/10.1093/cid/ciaa1884

25. Zhang N., Wang L., Deng X., Liang R., Su M., He C., et al. Recent advances in the detection of respiratory virus infection in humans. J. Med. Virol. 2020; 92(4): 408–17. https://doi.org/10.1002/jmv.25674

26. El Guerche Séblain C. Strengthening influenza surveillance systems: The contribution of epidemiological and burden of disease data. Repro concept; 2023. https://doi.org/10.5463/thesis.160

27. Brankston G., Gitterman L., Hirji Z., Lemieux C., Gardam M. Transmission of influenza A in human beings. Lancet Infect. Dis. 2007; 7(4): 257–65. https://doi.org/10.1016/S1473-3099(07)70029-4

28. Andersen Z.J., Vicedo-Cabrera A.M., Hoffmann B., Melén E. Climate change and respiratory disease: clinical guidance for healthcare professionals. Breathe (Sheff.). 2023; 19(2): 220222. https://doi.org/10.1183/20734735.0222-2022

29. Ashuro Z., Hareru H.E., Soboksa N.E., Abaya S.W., Zele Y.T. Occupational exposure to dust and respiratory symptoms among Ethiopian factory workers: A systematic review and meta-analysis. PLoS One. 2023; 18(7): e0284551. https://doi.org/10.1371/journal.pone.0284551

30. Jaakkola M.S., Lajunen T.K., Rantala A.K., Nadif R., Jaakkola J.J.K. Occupation and occurrence of respiratory infections among adults with newly diagnosed asthma. BMC Pulm. Med. 2023; 23(1): 140. https://doi.org/10.1186/s12890-023-02413-8

31. Zhang Z.S., Xi L., Yang L.L., Lian X.Y., Du J., Cui Y., et al. Impact of air pollutants on influenza-like illness outpatient visits under urbanization process in the sub-center of Beijing, China. Int. J. Hyg. Environ. Health. 2023; 247: 114076. https://doi.org/10.1016/j.ijheh.2022.114076

32. Zhang A., Zou T., Guo D., Wang Q., Shen Y., Hu H., et al. The immune system can hear noise. Front. Immunol. 2021; 11: 619189. https://doi.org/10.3389/fimmu.2020.619189

33. Zaitseva N.V., Popova A.Yu., Kleyn S.V., Letyushev A.N., Kiryanov D.A., Glukhikh M.V., et al. Modifying impact of environmental factors on the course of an epidemic process. Gigiena i Sanitaria (Hygiene and Sanitation, Russian journal). 2022; 101(11): 1274–82. https://doi.org/10.47470/0016-9900-2022-101-11-1274-1282 https://elibrary.ru/zcwfvh (in Russian)

34. Suzuki K., Hayashida H. Effect of exercise intensity on cell-mediated immunity. Sports (Basel). 2021; 9(1): 8. https://doi.org/10.3390/sports9010008

35. Orr A., Kendall R.L., Jaffar Z., Graham J., Migliaccio C.T., Knudson J., et al. A systematic review and meta-analysis on the association between PM2.5 exposure and increased influenza risk. Front. Epidemiol. 2025; 5: 1475141. https://doi.org/10.3389/fepid.2025.1475141

36. White J.H. Emerging roles of vitamin d-induced antimicrobial peptides in antiviral innate immunity. Nutrients. 2022; 14(2): 284. https://doi.org/10.3390/nu14020284

37. He Y., Liu W.J., Jia N., Richardson S., Huang C. Viral respiratory infections in a rapidly changing climate: the need to prepare for the next pandemic. EBioMedicine. 2023; 93: 104593. https://doi.org/10.1016/j.ebiom.2023.104593

38. Burbank A.J. Risk factors for respiratory viral infections: a spotlight on climate change and air pollution. J. Asthma Allergy. 2023; 16: 183–94. https://doi.org/10.2147/JAA.S364845

39. Spencer E., Brassey J., Pluddemann A. What are the environmental factors that affect respiratory viral pathogen transmission and outcomes? A scoping review of the published literature. Front. Environ. Health. 2024; 3: 1345403. https://doi.org/10.3389/fenvh.2024.1345403

40. Dalziel B.D., Kissler S., Gog J.R., Viboud C., Bjørnstad O.N., Metcalf C.J.E., et al. Urbanization and humidity shape the intensity of influenza epidemics in U.S. cities. Science. 2018; 362(6410): 75–9. https://doi.org/10.1126/science.aat6030

41. Sloan C., Chandrasekhar R., Mitchel E., Schaffner W., Lindegren M.L. Socioeconomic disparities and influenza hospitalizations, Tennessee, USA. Emerg. Infect. Dis. 2015; 21(9): 1602–10. https://doi.org/10.3201/eid2109.141861

42. Zachreson C., Fair K.M., Cliff O.M., Harding N., Piraveenan M., Prokopenko M. Urbanization affects peak timing, prevalence, and bimodality of influenza pandemics in Australia: Results of a census-calibrated model. Sci. Adv. 2018; 4(12): eaau5294. https://doi.org/10.1126/sciadv.aau5294

43. Grantz K.H., Rane M.S., Salje H., Glass G.E., Schachterle S.E., Cummings D.A. Disparities in influenza mortality and transmission related to sociodemographic factors within Chicago in the pandemic of 1918. Proc. Natl. Acad. Sci. USA. 2016; 113(48): 13839–44. https://doi.org/10.1073/pnas.1612838113

44. Lee E.C., Arab A., Goldlust S.M., Viboud C., Grenfell B.T., Bansal S. Deploying digital health data to optimize influenza surveillance at national and local scales. PLoS Comput. Biol. 2018; 14(3): e1006020. https://doi.org/10.1371/journal.pcbi.1006020

45. Chetty R., Stepner M., Abraham S., Lin S., Scuderi B., Turner N., et al. The Association Between Income and Life Expectancy in the United States, 2001-2014. JAMA. 2016; 315(16): 1750–66. https://doi.org/10.1001/jama.2016.4226

46. Lewis S.A., Doratt B.M., Sureshchandra S., Jankeel A., Newman N., Shen W., et al. Ethanol consumption induces nonspecific inflammation and functional defects in alveolar macrophages. Am. J. Respir. Cell Mol. Biol. 2022; 67(1): 112–24. https://doi.org/10.1165/rcmb.2021-0346OC

47. Gauthier T.W., Ping X.D., Harris F.L., Brown L.A.S. Liposomal glutathione augments immune defenses against respiratory syncytial virus in neonatal mice exposed in utero to ethanol. Antioxidants (Basel). 2024; 13(2): 137. https://doi.org/10.3390/antiox13020137

48. Zacharias Z.R., Legge K.L. Chronic ethanol consumption reduces existing CD8 T cell memory and is associated with lesions in protection against secondary influenza A virus infections. J. Immunol. 2019; 203(12): 3313–24. https://doi.org/10.4049/jimmunol.1900770

49. Tian Y., Liu J., Zhao Y., Jiang N., Liu X., Zhao G., et al. Alcohol consumption and all-cause and cause-specific mortality among US adults: prospective cohort study. BMC Med. 2023; 21(1): 208. https://doi.org/10.1186/s12916-023-02907-6

50. Zaitseva N.V., Kleyn S.V., Glukhikh M.V., Kiryanov D.A., Kamaltdinov M.R. Predicting growth potential in life expectancy at birth of the population in the Russian federation based on scenario changes in socio-hygienic determinants using an artificial neural network. Health Risk Analysis. 2022; (2): 4–16. https://doi.org/10.21668/health.risk/2022.2.01.eng https://elibrary.ru/wwenix

51. Umeoguaju F.U., Ephraim-Emmanuel B.C., Patrick-Iwuanyanwu K.C., Zelikoff J.T., Orisakwe O.E. Plant-Derived Food Grade Substances (PDFGS) active against respiratory viruses: a systematic review of non-clinical studies. Front. Nutr. 2021; 8: 606782. https://doi.org/10.3389/fnut.2021.606782

52. Gonda K., Kanazawa H., Maeda G., Matayoshi C., Hirose N., Katsumoto Y., et al. Ingestion of Okinawa Island vegetables increases IgA levels and prevents the spread of influenza RNA viruses. Nutrients. 2021; 13(6): 1773. https://doi.org/10.3390/nu13061773

53. Webber B.J., Yun H.C., Whitfield G.P. Leisure-time physical activity and mortality from influenza and pneumonia: a cohort study of 577 909 US adults. Br. J. Sports Med. 2023; 57(19): 1231–7. https://doi.org/10.1136/bjsports-2022-106644


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For citations:


Zaitseva N.V., Kleyn S.V., Kiryanov D.A., Glukhikh M.V. Social hygienic determinants of the occurrence of influenza and acute respiratory viral infection. Hygiene and Sanitation. 2025;104(11):1399-1406. (In Russ.) https://doi.org/10.47470/0016-9900-2025-104-11-1399-1406. EDN: lalzwe

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